Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Pass the baton between coding agents: convert sessions across Claude Code, OpenCode, Codex & more.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"baton": {
"command": "npx",
"args": [
"-y",
"@kasabeh/baton-mcp",
"serve"
]
}
}
}在终端中运行这条命令
claude mcp add baton -- npx -y @kasabeh/baton-mcp serve粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"baton": {
"command": "npx",
"args": [
"-y",
"@kasabeh/baton-mcp",
"serve"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"baton": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@kasabeh/baton-mcp",
"serve"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
发布者(kasabeh.tech)不是仓库所有者(Kaseban);可能是其他人代为上架的
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 0 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.3.0)于4个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Tools MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Pass the baton between coding agents.
Convert any coding-agent session to any other. One command. Keep going where you left off.
A passed transcript kept 14/17 concrete facts. A hand-written handoff summary kept 3/17. Benchmark ↓
It's 4 p.m. Claude Code says "usage limit reached — resets at 10 p.m." You're three hours into a session: architecture decided, edge cases mapped, half the diff written.
❌ Without baton — open another agent and start from zero. Re-explain the plan. Re-read the files. Re-litigate every decision you already made.
✅ With baton — pass the session and keep going:
baton convert --from claude-code --to opencode --latest --import
opencode -s ses_8c4c973a521549e2 # same conversation, different runner
Works in every direction: switch agents mid-task, try a second opinion on a hard bug, move a session from your editor agent to a terminal agent, or archive everything in one format.
# zero-install run (downloads prebuilt binary)
npx @kasabeh/baton-mcp --help
baton convert --from claude-code --to opencode --latest --import
baton convert --from claude-code --to opencode --import
baton convert --from claude-code --to opencode --import
baton list
You never have to hunt these down (--latest and the interactive picker find them for you), but for reference — each agent stores its transcripts on disk:
| Agent | Location |
|---|---|
| Claude Code | ~/.claude/projects/ / .jsonl |
| Codex CLI | ~/.codex/sessions/ / / /rollout-*.jsonl |
baton list prints the path of every session it can find, across all agents.
| Agent | Read | Write | Auto-import |
|---|---|---|---|
| Claude Code | ✅ | ✅ | — |
| OpenCode | ✅ | ✅ | ✅ opencode import |
| Codex CLI | ✅ | ✅ | — |
| Gemini CLI | ✅ | ✅ | — |
| Zed | ✅ | ✅ | — |
| Aider | ✅ | ✅ | — |
| Cursor | ✅¹ | —² | — |
| Continue | ✅ | — | — |
| Cline / Roo | ✅ | —² | — |
¹ Cursor reads from exported JSON (sqlite3 state.vscdb "SELECT value FROM ItemTable WHERE key='aiService:chats'")
² Not planned: Cursor and Cline keep session state inside editor databases (SQLite / VS Code globalState) with no file-level import path.
Does carrying the full transcript beat writing a handoff summary for the next agent? We measured both on a real 3.4 MB Claude Code session (same model both arms, only the context differs):
| session size | baton transcript | handoff summary |
|---|---|---|
| sm (93 KB) | 3/3 details recalled | 1/3 |
| md (198 KB) | 6/6 | 1/6 |
| lg (599 KB) | 5/8 | 1/8 |
| total | 14/17 | 3/17 |
The summary lost concrete facts (versions, line counts, MSRV) even on the smallest slice — the receiving agent had to re-read files and re-run commands to rediscover them. Mechanical fidelity: all 896 messages are written to every target; round-trip loss reflects each target format's expressiveness (claude-code 896/896, codex 736, gemini-cli 723, aider 111 — it stores chat text only).
We also measured task continuation: cut the session at three mid-task points, ask a fresh agent to state the task, state, and next steps. Result: parity (baton 10/12, handoff 10/12) — a good summary is enough for *what to do next*; the transcript is what answers the *specific factual questions* the summary's author didn't anticipate. And the summary only exists if an agent spends a full transcript read writing it — baton makes the transfer free.
Full methodology, caveats, and reproduction steps: benchmark/RESULTS.md.
baton is also an MCP server — your agent can pass the baton itself, mid-conversation:
| Tool | Description |
|---|---|
list_sessions | Scan all agents, return a unified list |
convert_session | Convert a session from one format to another |
import_to_target | Convert + run the target agent's import command |
detect_format | Sniff a file/dir and report which agent produced it |
baton install # registers baton in every detected agent's MCP config
baton doctor # verify baton uninstall # remove from all agents
Claude Code session (.jsonl)
│ ▼ baton read ──► canonical Session { messages: [Text, Reasoning, ToolCall, ToolResult] } │ ▼ baton write ──► OpenCode import JSON (SessionV1 schema)
Every agent format is read into a canonical intermediate representation, then written out in the target format. Adding a new format is O(1), not O(N×M) per-pair converters.
# npm (prebuilt binary, no Rust needed)
npm install -g @kasabeh/baton-mcp
brew install kaseban/tap/baton-mcp
cargo binstall baton-mcp
cargo install baton-mcp
curl --proto '=https' --tlsv1.2 -LsSf https://github.com/Kaseban/baton/releases/latest/download/baton-mcp-installer.sh | sh
Or grab a binary from GitHub Releases.
git clone https://github.com/Kaseban/baton.git
cd baton cargo build --release ./target/release/baton --help
Each format lives in src/formats/ .rs and implements the Format trait (read + write). See src/formats/claude_code.rs for a complete reference implementation.
All nine formats have readers; Claude Code, OpenCode, Codex, Zed, Aider, and Gemini CLI also have writers. The most impactful contribution now is a writer for Continue.
The README GIF is scripted with VHS: vhs assets/demo.tape. It records against a sandboxed $HOME (/tmp/demo) populated with fabricated sessions, so no real session data ends up in the GIF.
Don't drop the baton.
Dual-licensed under MIT OR Apache-2.0.